{"id":"W4407319334","doi":"10.1016/j.cjco.2025.02.004","title":"Patterns of E-Cigarette Use Among Cardiac Inpatients at a Tertiary-Care Hospital: A Cross-Sectional Survey","year":2025,"lang":"en","type":"article","venue":"CJC Open","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cross-sectional study; Tertiary care; Medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008705407,0.0002078028,0.0003423945,0.001188628,0.0005781912,0.0007355981,0.0005043811,0.0005389174,0.001515581],"category_scores_gemma":[0.002402264,0.0003913344,0.0003130721,0.001671077,0.0004103289,0.0006467763,0.0008401021,0.0006070212,0.0004244636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326557,"about_ca_system_score_gemma":0.001075814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03658397,"about_ca_topic_score_gemma":0.05526511,"domain_scores_codex":[0.9990029,0.0001900466,0.000235488,0.0001242951,0.0002229192,0.0002244183],"domain_scores_gemma":[0.9964568,0.0004435463,0.001625944,0.0001225471,0.0005060091,0.0008450976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001616213,0.00003553758,0.9993184,0.0000102963,0.000007001355,0.00003689172,0.0001491457,0.000008695107,0.00006939398,0.000002042026,0.00005973932,0.0002868239],"study_design_scores_gemma":[0.000001484086,0.00006612642,0.9991747,0.000005721261,0.000003389757,0.00006862387,0.000582378,0.00003386237,0.00001894255,0.000001313494,0.00004134318,0.000002155031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989248,0.00006094697,0.00002523833,0.00005187505,0.000001944686,0.00002331356,0.0006515245,0.000003095933,0.0002573504],"genre_scores_gemma":[0.9991403,0.00009894464,0.00005783009,0.00008261498,0.000005078801,0.00001981395,0.0004742709,0.000001210474,0.0001199394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03658397,"threshold_uncertainty_score":0.07274204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306708227886702,"score_gpt":0.3350288524465258,"score_spread":0.3043580296578556,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}